LLMKube

v0.8.4 Feature

This release adds 1 notable feature for engineering teams evaluating rollout.

Published 1mo Containers & Orchestration

✓ No known CVEs patched

✓ No known CVEs patched in this version

Topics

ai apple-silicon autoscaling edge-computing gguf gpu

+12 more

self-hosted inference kubernetes llama-cpp llm local-llm metal mlx multi-gpu nvidia tgi vllm

Summary

AI summary

Updates Bug Fixes, 0.8.4, and 2026-06-12 across a mixed release.

Type	Severity	Summary	CVE
Feature	Low	Adds heartbeat liveness for metal endpoint registrations in agent and controller. Adds heartbeat liveness for metal endpoint registrations in agent and controller. Source: llm_adapter@2026-06-13 Confidence: high	—
Bugfix
Bugfix	Medium	Fixes endpoint registration retry with correct update semantics in agent. Fixes endpoint registration retry with correct update semantics in agent. Source: llm_adapter@2026-06-13 Confidence: high	—
Bugfix	Medium	Makes ERROR verdicts terminal INCOMPLETE outcomes in foreman, preventing watcher wedging. Makes ERROR verdicts terminal INCOMPLETE outcomes in foreman, preventing watcher wedging. Source: llm_adapter@2026-06-13 Confidence: high	—
Bugfix	Medium	Expires stale claims in foreman so tasks survive agent death. Expires stale claims in foreman so tasks survive agent death. Source: llm_adapter@2026-06-13 Confidence: high	—
Bugfix	Medium	Ensures patchTerminal stands down when the task is no longer owned in foreman. Ensures patchTerminal stands down when the task is no longer owned in foreman. Source: llm_adapter@2026-06-13 Confidence: high	—
Bugfix	Medium	Makes workspace reset in foreman survive read‑only files from prior runs. Makes workspace reset in foreman survive read‑only files from prior runs. Source: llm_adapter@2026-06-13 Confidence: high	—

Full changelog

agent,controller: heartbeat liveness for metal endpoint registrations (#666) (6a8cfe8)

agent: retry endpoint registration with correct update semantics (#664) (82cfc35)
foreman: ERROR verdicts become terminal INCOMPLETE outcomes; watcher can no longer wedge (#667) (46405b6)
foreman: expire stale claims so tasks survive agent death (#669) (8af7ac6)
foreman: patchTerminal stands down when the task is no longer owned (#670) (33af907)
foreman: workspace reset survives read-only files from prior runs (#671) (0a7de0d)

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About LLMKube

Kubernetes operator for llama.cpp-native LLM inference with GPU scheduling, Apple Silicon Metal support, and OpenAI-compatible API.

v0.8.1 foreman: requestTimeoutSeconds now sets loop-wide budget, default changes from 600 to 3600.